Enhancing Stress Speech Classification Through the Fusion of Emotional Datasets Utilizing MFCCs with CNN

NA Zainal, AL Asnawi - 2024 9th International Conference on …, 2024 - ieeexplore.ieee.org
Stress classification involves categorizing an individual's perceived stress state. One
approach involves analyzing human speech due to its non-invasive nature, offering …

Towards Sustainable Workplace Mental Health: A Novel Approach to Early Intervention and Support

DW Vinson, M Arcan, DP Niland… - arXiv preprint arXiv …, 2024 - arxiv.org
Employee well-being is a critical concern in the contemporary workplace, as highlighted by
the American Psychological Association's 2021 report, indicating that 71% of employees …

Integration of MFCCs and CNN for Multi-Class Stress Speech Classification on Unscripted Dataset

NA Zainal, AL Asnawi, AZ Jusoh… - IIUM Engineering …, 2024 - journals.iium.edu.my
Stress is an interaction between individuals and their environment, where perceived threats
can lead to serious consequences if prolonged and consistently linked to adverse physical …